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佐藤雅志｜ミヤビイノベーション代表
09/16/2026 20:25
Release： 09/16/2026 20:25
Update： 09/16/2026 20:25
佐藤雅志｜ミヤビイノベーション代表
Investment style : Day Trade
Investment career : More than 10 years
Investment amount : 1 million - 5 million JPY
We are analyzing the major 13 currency pairs across the board by utilizing a self-developed investment AI prediction. Not only directional forecasts by AI, but also fundamentals analysis, currency correlations, risk diversification, drawdown suppression, and the expected value for each currency pair are comprehensively checked. We emphasize selecting currency pairs that meet conditions instead of forcing entries. What we value is not a single hit, but reproducibility that can be continuously operated. Rather than adopting AI predictions as is, we combine market environment, fundamentals, correlation risk, and fund management to aim for stable operation with low drawdown. In backtests for the past 10 years, the predictive accuracy is about 60%, roughly the same as the current live operation, though backtests do not guarantee future results. 【Latest 1-year performance】 Average DD 1.38% | Maximum DD 8.92% Win rate 59.1% PF 1.41 Annual return 12% (monthly average 1.0%) Currently, we are revalidating the AI prediction logic, fundamentals analysis, risk management, and currency selection rules. In the future, while freely publishing a simple one-day AI prediction report once a day, we also plan to offer a GogoJungle AI signal distribution service, and will continue to improve it toward a more practical and sustainable form.
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AI × Fundamental Integrated Analysis | 13 Currency Pairs FX Forecast Report
We are disclosing a forecast summary of the major 13 currency pairs by combining our independently developed investment AI predictions with fundamental analysis. In this series, for the 13 currency pairs, we list: - AI forecast 12 hours ahead - Fundamental assessment - Fundamental changes since the last update to organize which currency pairs deserve attention at present and which to pass on. We emphasize currency selection based on the alignment between AI forecasts and fundamentals, inter-currency correlations, and risk management, rather than mere market sentiment. Note: From August 2026 onward, we will revise the operating policy and publish a simplified AI forecast report once a day as a free article. 【Recent 1-year Performance】 Average drawdown: 1.38% | Maximum drawdown: 8.92% Win rate: 59.1% | Profit factor: 1.41 Annualized return: 12% (monthly average 1.0%) Currently, while revalidating the AI forecasting logic, fundamentals analysis, risk management, and currency selection rules, we are also preparing with an eye toward future provision of the GogoJungle AI Signal Delivery Service.
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【9/17】AI×Fundamental Integration Analysis｜13 Currency Pair Strategy

ℹ️ About this article

An investment-prediction AI developed over more than a decade by an AI engineer holding Qualification E, combining fundamental analysis with cross-analysis across 13 major currency pairs.

The AI model continues to learn daily, prioritizing generalization ability that can respond to future price fluctuations, not just short-term market movements. As a result, it maintains an accuracy rate of about 60% for both past and future data, achieving stable operation with an average drawdown of 1.38%.

In this article, the latest analysis results from this system are published once a day, from around 6:00 to 9:00 in the morning.

＊Supplement＊

From April last year to January this year, profits of +1% or more were achieved quite smoothly every month, butin early February, due to an operational error (omission of manual parameter changes and incorrect handling after noticing it), a large loss (-10%) occurred.

After that, risk controls were introduced in April, but the AI became overly cautious, and trading has been rare over the past few months.

Please consider the following as the result of an AI forecast that is “overly cautious.”※Currently under verification and revision!

AI Forecast & Fundamentals Integration Summary

Supplement

・12-hour forecast: final judgment by AI (up/down/hold)
・Fundamental evaluation: current fundamental assessment per currency pair
・Fundamental change: direction of change since the last analysis

How to verify

・Currency pairs to watch:

When the “12-hour forecast” and “Fundamental evaluation” agree, and the “Fundamental change” is flat or moving in the same direction (e.g., slightly bullish → bullish)

・Currency pairs to avoid:

When the “12-hour forecast” and “Fundamental evaluation” disagree, or the “Fundamental change” moves in the opposite direction (e.g., bullish → slightly bullish)

Watchlist currency

Be cautious of movements in the following currencies due to economic announcements

USD, EUR

Forecast currency pairs

USD/JPY, EUR/USD, EUR/JPY, AUD/JPY, NZD/JPY,
AUD/USD, CAD/JPY, CHF/JPY, EUR/GBP,
EUR/CAD, EUR/CHF, USD/CAD, USD/CHF

Notes

The content of this article is based on our original AI forecast and operation logic.
It does not intend to recommend buying or selling specific currency pairs. Investment decisions are the reader’s responsibility.

Supplement & Future Prospects

Currently, we are re-examining the AI forecasting logic, fundamental analyses, risk management, and currency selection rules, and for the time being, we will continue to publish a daily, simplified AI forecast report for free.

In the future, we aim to offer this via GogoJungle’s AI signal delivery service, improving it into a more practical and sustainable format.

This is a free serialized article